Simulation 6
Kenya, tree search, 20 years, seed 6: a poor simulation (10th percentile) of the experiment's 50. Capability index 7.18 at the 2026 position, 5.59 in 2046; 99 actions over 20 rounds and 4 shocks.
Model 0.1.0 · graph 0.2.0 · parameters 0.1.0 · seed 6
The experiment · The other representative simulations: 32 (median simulation), 41 (a good simulation (90th percentile))
Outcome
From the 2026 position to 2046.
- Capability index
- 5.59 (−1.59)
- From 7.18
- Rank by index
- 109
- From 79
- Domains at Tier 1
- 0
- From 0
- Events
- 4 shocks
- 0 upside events
Trajectory by domain
The mean score of each domain by round, with a dashed marker at each round a shock (red) or an upside event (green) began. Rest on a domain to bring it forward.
- ShockUpside event
Capability index by round
Pathway, round by round
Every decision of the tree search (mcts) method: its actions (a mode, a group and the credits spent), and the events that began that round. Each round has its own page: the state it came in with, the decision, the shocks, what moved through the graph and the state it left.
| Round | Decision | Events | Index |
|---|---|---|---|
| 2027 |
| Legitimacy rupture | 6.67 −0.511 |
| 2028 |
| 6.69 +0.026 | |
| 2029 |
| 6.73 +0.037 | |
| 2030 |
| 6.75 +0.025 | |
| 2031 |
| 6.81 +0.058 | |
| 2032 |
| 6.86 +0.046 | |
| 2033 |
| 6.92 +0.068 | |
| 2034 |
| 6.99 +0.060 | |
| 2035 |
| 7.04 +0.057 | |
| 2036 |
| 7.09 +0.049 | |
| 2037 |
| 7.16 +0.067 | |
| 2038 |
| 7.21 +0.051 | |
| 2039 |
| Regional war spilloverAI labour shock | 6.35 −0.859 |
| 2040 |
| 6.23 −0.121 | |
| 2041 |
| 6.09 −0.144 | |
| 2042 |
| 6.11 +0.023 | |
| 2043 |
| 6.12 +0.015 | |
| 2044 |
| 6.16 +0.031 | |
| 2045 |
| Breadbasket failure | 5.55 −0.602 |
| 2046 |
| 5.59 +0.037 |
Credits
What each round's credits went on: maintenance, the three modes, and what was carried over.
Tiers by round
Each domain's tier against the frozen field, round by round: Tier 1 green, Tier 2 blue, Tier 3 amber, below that grey.
| Domain | 2026 | 2031 | 2036 | 2041 | 2046 | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Critical Technology | 12 | 12 | 12 | 11 | 11 | 11 | 10 | 10 | 10 | 9 | 8 | 8 | 8 | 9 | 9 | 9 | 8 | 8 | 7 | 7 | 7 |
| Strategic Infrastructure | 7 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 9 | 9 | 9 | 9 | 9 | 9 | 10 | 10 |
| National Security | 9 | 9 | 9 | 10 | 10 | 10 | 10 | 10 | 10 | 9 | 9 | 9 | 9 | 11 | 11 | 11 | 6 | 6 | 6 | 13 | 13 |
| Human Capital | 12 | 12 | 12 | 12 | 12 | 12 | 12 | 11 | 11 | 8 | 8 | 8 | 8 | 11 | 11 | 11 | 11 | 11 | 11 | 11 | 11 |
| Information & Influence | 9 | 10 | 9 | 9 | 9 | 8 | 8 | 8 | 8 | 8 | 7 | 7 | 7 | 7 | 8 | 8 | 8 | 8 | 8 | 9 | 9 |
| Governance & Integrity | 14 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 16 | 17 | 17 | 17 | 17 | 17 | 17 | 17 |
| Financial Strength | 17 | 19 | 21 | 21 | 21 | 21 | 21 | 21 | 21 | 19 | 19 | 19 | 19 | 23 | 23 | 24 | 24 | 24 | 23 | 25 | 25 |
| Production & Innovation | 14 | 15 | 15 | 15 | 14 | 14 | 14 | 14 | 14 | 14 | 14 | 12 | 12 | 15 | 15 | 15 | 15 | 15 | 15 | 15 | 15 |
| Trade & Investment | 12 | 13 | 13 | 13 | 13 | 13 | 12 | 11 | 11 | 11 | 11 | 11 | 11 | 12 | 13 | 12 | 12 | 12 | 12 | 13 | 13 |
Probes
What the experiment's counterfactual probes found, paired seed by seed on its first 5 seeds: the same simulation with one thing changed, the difference at the horizon.
| Probe | Index | Score sum | Tier 1 |
|---|---|---|---|
| Hold instead of the method | −0.970 | −71.6 | 0.00 |
| No shocks | +1.157 | +83.4 | 0.00 |
| Replay of the recorded actions (must change nothing) | 0.000 | 0.0 | 0.00 |
| Without the 1st largest decision | −0.010 | −0.7 | 0.00 |
| Without the 2nd largest decision | −0.011 | −0.8 | 0.00 |
| Without the 3rd largest decision | −0.011 | −0.8 | 0.00 |
| Without the 4th largest decision | −0.007 | −0.6 | 0.00 |
| Without the 5th largest decision | −0.009 | −0.8 | 0.00 |
| Without the 1st largest shock | +0.880 | +62.6 | 0.00 |
| Without the 2nd largest shock | +0.586 | +42.3 | 0.00 |
Every group over the simulation
Where each group started and ended, and what moved it: levels invested, decay, events and changes arriving through the graph. The parts do not quite sum to the change where a score met 0 or 20.
73 of 73 groups
Capability group | Domain | 2026 | 2046 | Change | Invested | Decay | Events | Graph |
|---|---|---|---|---|---|---|---|---|
| Semiconductors & Advanced Computing | Critical Technology | 1.00 | 5.30 | +4.30 | +6.63 | 0.00 | −2.30 | −0.03 |
| Artificial Intelligence | Critical Technology | 5.33 | 9.25 | +3.92 | +5.13 | 0.00 | −2.50 | +1.29 |
| Connectivity, Cyber & Trust Technologies | Critical Technology | 4.00 | 7.85 | +3.85 | +5.89 | 0.00 | −2.02 | −0.02 |
| Technical & Vocational Skills | Human Capital | 7.00 | 10.60 | +3.60 | +4.73 | 0.00 | −1.08 | −0.05 |
| Technology Adoption & Diffusion | Production & Innovation | 7.50 | 9.54 | +2.04 | +4.59 | 0.00 | −2.54 | −0.01 |
| Development Cooperation & Global Assistance | Information & Influence | 4.50 | 5.90 | +1.40 | +4.17 | 0.00 | −2.73 | −0.04 |
| Advanced Materials & Manufacturing | Critical Technology | 2.43 | 3.55 | +1.12 | +3.17 | 0.00 | −2.02 | −0.03 |
| Alliances & Security Cooperation | Information & Influence | 9.00 | 9.93 | +0.93 | +3.45 | 0.00 | −2.31 | −0.21 |
| Digital & AI Competence | Human Capital | 7.50 | 8.36 | +0.86 | +2.55 | 0.00 | −1.50 | −0.19 |
| Sensing, Timing & Navigation | Critical Technology | 1.60 | 2.37 | +0.77 | +2.72 | 0.00 | −1.86 | −0.09 |
| Lifelong Learning & Reskilling | Human Capital | 7.00 | 7.70 | +0.70 | +2.27 | 0.00 | −1.54 | −0.03 |
| Trade Policy & Market Access | Trade & Investment | 9.75 | 10.17 | +0.42 | +3.30 | 0.00 | −2.76 | −0.12 |
| Nuclear Deterrence | National Security | 0.00 | 0.00 | 0.00 | +0.36 | 0.00 | −2.18 | −0.10 |
| Research Talent & Knowledge Creation | Human Capital | 7.33 | 7.33 | 0.00 | +1.46 | 0.00 | −1.33 | −0.13 |
| Economic Output & Productivity | Production & Innovation | 7.50 | 7.41 | −0.09 | +2.47 | 0.00 | −2.46 | −0.10 |
| Export Capability & Sophistication | Trade & Investment | 6.33 | 6.15 | −0.18 | +3.07 | 0.00 | −2.90 | −0.35 |
| Robotics & Autonomous Systems | Critical Technology | 3.25 | 2.49 | −0.76 | +0.77 | 0.00 | −1.72 | +0.18 |
| Energy Technologies | Critical Technology | 3.60 | 2.52 | −1.08 | +1.55 | 0.00 | −2.58 | −0.06 |
| Investment Attraction & Projection | Trade & Investment | 7.67 | 6.59 | −1.08 | +2.25 | 0.00 | −3.23 | −0.10 |
| Quantum Technologies | Critical Technology | 1.25 | 0.00 | −1.25 | 0.00 | 0.00 | −1.77 | −0.01 |
| Space Technologies | Critical Technology | 1.33 | 0.02 | −1.31 | +0.57 | 0.00 | −1.82 | −0.06 |
| Foundational Education | Human Capital | 8.75 | 7.32 | −1.43 | 0.00 | 0.00 | −1.28 | −0.15 |
| Health System Capability | Human Capital | 8.33 | 6.80 | −1.53 | 0.00 | 0.00 | −1.29 | −0.24 |
| Cyber & Electromagnetic Operations | National Security | 4.67 | 3.05 | −1.62 | 0.00 | 0.00 | −2.05 | +0.43 |
| Public Integrity & Anti-Corruption | Governance & Integrity | 8.00 | 6.35 | −1.65 | 0.00 | 0.00 | −1.45 | −0.20 |
| Biotechnology & Health Technologies | Critical Technology | 5.20 | 3.52 | −1.68 | 0.00 | 0.00 | −1.67 | −0.02 |
| Advanced Education | Human Capital | 7.67 | 5.93 | −1.74 | 0.00 | 0.00 | −1.66 | −0.09 |
| Advanced Manufacturing | Strategic Infrastructure | 7.00 | 5.24 | −1.76 | 0.00 | 0.00 | −1.96 | +0.20 |
| Regulatory Governance & Strategic Controls | Governance & Integrity | 8.00 | 6.24 | −1.76 | 0.00 | 0.00 | −1.73 | −0.03 |
| Transparency, Oversight & Accountability | Governance & Integrity | 9.67 | 7.81 | −1.86 | 0.00 | 0.00 | −1.76 | −0.09 |
| Intelligence & Assessment | National Security | 6.83 | 4.94 | −1.89 | 0.00 | 0.00 | −1.99 | +0.10 |
| Justice System & Fundamental Rights | Governance & Integrity | 9.00 | 7.11 | −1.89 | 0.00 | 0.00 | −1.79 | −0.10 |
| Early Childhood Development | Human Capital | 8.50 | 6.58 | −1.92 | 0.00 | 0.00 | −1.72 | −0.20 |
| Population Health | Human Capital | 7.00 | 5.08 | −1.92 | 0.00 | 0.00 | −1.76 | −0.15 |
| Communications & Digital Infrastructure | Strategic Infrastructure | 10.29 | 8.34 | −1.95 | 0.00 | 0.00 | −1.88 | −0.07 |
| Economic Leverage & Dependence | Trade & Investment | 6.67 | 4.71 | −1.96 | +1.79 | 0.00 | −3.79 | +0.05 |
| Political Institutions & Civic Participation | Governance & Integrity | 11.00 | 8.85 | −2.15 | 0.00 | 0.00 | −1.98 | −0.17 |
| Space, Aerospace & Defence Infrastructure | Strategic Infrastructure | 4.67 | 2.48 | −2.19 | 0.00 | 0.00 | −2.01 | −0.18 |
| Financial Infrastructure | Strategic Infrastructure | 11.00 | 8.80 | −2.20 | 0.00 | 0.00 | −1.87 | −0.33 |
| National Resilience & Crisis Management | Governance & Integrity | 8.00 | 5.79 | −2.21 | 0.00 | 0.00 | −1.89 | −0.32 |
| Air Power | National Security | 4.75 | 2.53 | −2.22 | 0.00 | 0.00 | −2.05 | −0.17 |
| Diaspora & Global Communities | Information & Influence | 9.50 | 7.23 | −2.27 | 0.00 | 0.00 | −2.25 | −0.02 |
| Innovation & Commercialisation | Production & Innovation | 6.50 | 4.21 | −2.29 | 0.00 | 0.00 | −2.32 | +0.04 |
| Space Operations | National Security | 2.33 | 0.03 | −2.30 | 0.00 | 0.00 | −2.12 | −0.18 |
| Internal Security & Order | Governance & Integrity | 7.67 | 5.36 | −2.31 | 0.00 | 0.00 | −2.19 | −0.12 |
| Strategic Strike & Missile Defence | National Security | 2.33 | 0.00 | −2.33 | 0.00 | 0.00 | −3.07 | −0.09 |
| Land Power | National Security | 7.25 | 4.91 | −2.34 | 0.00 | 0.00 | −1.97 | −0.37 |
| Structural Transformation & Complexity | Production & Innovation | 8.00 | 5.63 | −2.37 | 0.00 | 0.00 | −2.28 | −0.08 |
| Culture, Language & Education Diplomacy | Information & Influence | 7.60 | 5.20 | −2.40 | 0.00 | 0.00 | −2.30 | −0.10 |
| Business Dynamism & Entrepreneurship | Production & Innovation | 9.00 | 6.53 | −2.47 | 0.00 | 0.00 | −2.26 | −0.21 |
| Industrial & Sectoral Base | Production & Innovation | 7.75 | 5.23 | −2.52 | 0.00 | 0.00 | −2.29 | −0.23 |
| Fiscal Capacity & Public Finance | Financial Strength | 8.75 | 6.21 | −2.54 | +3.18 | 0.00 | −5.66 | −0.07 |
| Diplomatic Statecraft & Global Networks | Information & Influence | 11.00 | 8.44 | −2.56 | 0.00 | 0.00 | −2.84 | +0.28 |
| Social Infrastructure | Strategic Infrastructure | 8.09 | 5.49 | −2.60 | 0.00 | 0.00 | −2.26 | −0.34 |
| Agriculture & Food Infrastructure | Strategic Infrastructure | 8.25 | 5.52 | −2.73 | 0.00 | 0.00 | −2.53 | −0.20 |
| Labour & Employment | Production & Innovation | 6.75 | 3.97 | −2.78 | 0.00 | 0.00 | −2.83 | +0.05 |
| Water, Sanitation & Waste Infrastructure | Strategic Infrastructure | 7.00 | 4.21 | −2.79 | 0.00 | 0.00 | −2.57 | −0.22 |
| Financial System Depth & Access | Financial Strength | 9.40 | 6.61 | −2.79 | 0.00 | 0.00 | −2.72 | −0.07 |
| Resource Infrastructure | Strategic Infrastructure | 6.00 | 3.20 | −2.80 | 0.00 | 0.00 | −2.76 | −0.03 |
| Financial Regulation & Integrity | Financial Strength | 9.25 | 6.40 | −2.85 | 0.00 | 0.00 | −2.73 | −0.13 |
| Transport Infrastructure | Strategic Infrastructure | 9.25 | 6.38 | −2.87 | 0.00 | 0.00 | −2.66 | −0.21 |
| Sovereign Capital & External Financial Power | Financial Strength | 6.00 | 3.08 | −2.92 | 0.00 | 0.00 | −2.87 | −0.05 |
| Force Generation & Mobilisation | National Security | 8.00 | 5.07 | −2.93 | 0.00 | 0.00 | −2.69 | −0.24 |
| Government Effectiveness & Public Administration | Governance & Integrity | 9.80 | 6.86 | −2.94 | 0.00 | 0.00 | −2.80 | −0.14 |
| Global Value Chain Position | Trade & Investment | 8.67 | 5.69 | −2.98 | 0.00 | 0.00 | −2.72 | −0.26 |
| Financial Stability & Crisis Management | Financial Strength | 8.00 | 5.01 | −2.99 | 0.00 | 0.00 | −2.78 | −0.21 |
| Joint Command, Projection & Sustainment | National Security | 6.33 | 3.22 | −3.11 | 0.00 | 0.00 | −2.89 | −0.22 |
| Maritime Power | National Security | 3.50 | 0.37 | −3.13 | 0.00 | 0.00 | −3.02 | −0.11 |
| Digital & Services Trade | Trade & Investment | 9.50 | 6.09 | −3.41 | 0.00 | 0.00 | −3.29 | −0.12 |
| Information Environment & Strategic Communication | Information & Influence | 7.67 | 4.13 | −3.54 | 0.00 | 0.00 | −3.52 | −0.01 |
| Energy Infrastructure | Strategic Infrastructure | 7.25 | 3.59 | −3.66 | 0.00 | 0.00 | −3.33 | −0.32 |
| Trade Facilitation & Logistics | Trade & Investment | 9.50 | 5.33 | −4.17 | +0.75 | 0.00 | −4.38 | −0.54 |
| Monetary & Currency Capability | Financial Strength | 10.00 | 5.78 | −4.22 | 0.00 | 0.00 | −4.04 | −0.18 |
Seed 6 of experiment mcts-m2.m2-ken-mcts-tier-rank. The simulation can be reproduced exactly from the experiment's configuration, its versions and this seed.